Every image card could have a hard form associated with it (image+metadata?) with inclusions along the lines of:

 

_left [the image itself]

_left+attribution
_left+description
_left+license
_left+taglist

 

_left+*plus cards that include

 

Clicking on any image could take you to this card.

 

May want to do something similar for files.